Pith Number

pith:FGOELKSB

pith:2019:FGOELKSBLTRONJOIPLW5CLRD2W

not attested not anchored not stored refs pending

Normalizing Flows for Probabilistic Modeling and Inference

Balaji Lakshminarayanan, Danilo Jimenez Rezende, Eric Nalisnick, George Papamakarios, Shakir Mohamed

arxiv:1912.02762 v2 · 2019-12-05 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FGOELKSBLTRONJOIPLW5CLRD2W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

22 papers in Pith

Weight-Space Physics: Interpretable Hypernetworks for Lattice Quantum Field Theories

One Generator, Any Process: LLM-Conditioning for the LHC

Projecting the ultimate pulsar timing sensitivity to dark matter substructure in a stochastic gravitational wave background

Sampling the Schwinger Model with Gauge-Equivariant Diffusion

Simulation-Based Inference for Cluster Cosmology with Set-Based Neural Network Architectures

Receipt and verification

First computed	2026-07-05T02:30:10.929778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

299c45aa415ce2e6a5c87aedd12e23d59b0ae206d2f9ea3b803307d06a6e0a24

Aliases

arxiv: 1912.02762 · arxiv_version: 1912.02762v2 · doi: 10.48550/arxiv.1912.02762 · pith_short_12: FGOELKSBLTRO · pith_short_16: FGOELKSBLTRONJOI · pith_short_8: FGOELKSB

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/FGOELKSBLTRONJOIPLW5CLRD2W \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 299c45aa415ce2e6a5c87aedd12e23d59b0ae206d2f9ea3b803307d06a6e0a24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c38d7d542f1c5f2d8dc2514db44ebe0e31dacbd8834baf8e6bb568efa8d72be3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-05T17:55:27Z",
    "title_canon_sha256": "97537f3a0ed08d21faa2b3d260b1fc441e84097b6a9c2c87fa1cf9e26a7f3332"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.02762",
    "kind": "arxiv",
    "version": 2
  }
}